Recent advances in Large Language Models (LLM) have made automatic code generation
possible for real-world programming tasks in general-purpose programming languages …

Large language models (LLMs) have recently been applied in software engineering to
perform tasks such as translating code between programming languages, generating code …

Recently, the ChatGPT LLM has received great attention: it can be used as a bot for
discussing source code, prompting it to suggest changes, provide descriptions or even …

Over the past decade, predictive language modeling for code has proven to be a valuable
tool for enabling new forms of automation for developers. More recently, we have seen the …

AI code assistants have emerged as powerful tools that can aid in the software development
life-cycle and can improve developer productivity. Unfortunately, such assistants have also …

Code-generating large language models map natural language to code. However, only a
small portion of the infinite space of naturalistic utterances is effective at guiding code …

Large pre-trained language models have been used to generate code, providing a flexible
interface for synthesizing programs from natural language specifications. However, they …

AI-powered code assistants, such as Copilot, are quickly becoming a ubiquitous component
of contemporary coding contexts. Among these environments, computational notebooks …

There has been a recent explosion of research on Large Language Models (LLMs) for
software engineering tasks, in particular code generation. However, results from LLMs can …

The recent advancements in Artificial Intelligence, particularly in large language models and
generative models, are reshaping the field of software engineering by enabling innovative …